Author

Eliya Nachmani

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Preprint Aug 2026

Logical Neural Belief Propagation for Linear-Complexity Decoding of Surface Codes

Quantum error correction (QEC) requires accurate and efficient decoders, yet belief propagation (BP), despite its linear decoding complexity, often provides insufficient logical accuracy on surface codes. We propose Logical Neural Belief Propagation (L-NBP), a BP-based neural decoder that redirects the decoding objecti...

Heeyoul Kwak, Seong-Joon Park, Dae-Young Yun et al. · 0 citations

#artificial intelligence Preprint Sep 2026

TokenMapper: A Step Toward Interoperable Speech Token Translation

TokenMapper is presented, a direction aware framework for direct token to token translation between heterogeneous speech tokenizers in the discrete domain and provides a practical step toward cross model speech token interoperability without intermediate waveform reconstruction.

Tal Kozakov, Tal Rosenwein, Eliya Nachmani · 0 citations

Preprint Jul 2026

DiffusionGemma Technical Report

We introduce DiffusionGemma, an experimental open-weight language model that uses discrete diffusion to generate text at exceptionally high speed. Rather than decoding one token at a time, DiffusionGemma iteratively refines blocks of 256 tokens in parallel, avoiding the sequential decoding bottleneck of conventional au...

DiffusionGemma Team Adrien Ali Taïga, James Assiene, Daniele Calandriello et al. · 0 citations